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Dr. Karunaiah Bonigala is an Associate Professor in the Department of Artificial Intelligence and Machine Learning at Sri Indu College of Engineering and Technology, Hyderabad, Telangana, India. His academic interests include Artificial Intelligence, Machine Learning, and emerging intelligent communication technologies. He contributes to research on Agentic AI applications in next-generation 6G communication networks.
In 6G networks, intelligent agents are capable of overseeing traffic, forecasting congestion, enhancing spectrum and radio resources, administering network slices, orchestrating edge computing, adjusting reconfigurable intelligent surfaces, facilitating integrated sensing and communication, identifying cyber threats, and maximising energy efficiency. Multi-agent frameworks can allocate intelligence among user devices, base stations, edge servers, network controllers, satellites, drones, and cloud infrastructures. This section delineates an extensive structure for Agentic AI within 6G communication networks. It examines the progression toward 6G, the necessary architectural specifications, AI-centric networking, cognitive agents, network awareness, memory, reasoning, planning, tool utilisation, spectrum administration, beamforming, extensive MIMO, adaptable intelligent surfaces, cell-free architectures, terahertz transmission, semantic communication, amalgamated sensing and communication, network segmentation, edge intelligence, satellite-terrestrial convergence, digital replicas, self-governing net The discourse also encompasses performance measures and methodologies for experimental assessment. The chapter wraps up by outlining prospective research avenues related to foundational models, self-governing network orchestration, federated agentic intelligence, semantic agents, quantum-enhanced communication, and entirely adaptive AI-native 6G ecosystems.